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What is a support vector machine?

Nature Biotechnology volume 24, pages 15651567 (2006) | Download Citation

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Support vector machines (SVMs) are becoming popular in a wide variety of biological applications. But, what exactly are SVMs and how do they work? And what are their most promising applications in the life sciences?

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Acknowledgements

The author thanks the support from NSF award IIS-0093302

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Affiliations

  1. William S. Noble is in the Departments of Genome Sciences and of Computer Science and Engineering, University of Washington, 1705 NE Pacific Street, Seattle, Washington 98195, USA. noble@gs.washington.edu

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DOI

https://doi.org/10.1038/nbt1206-1565

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